The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 90 73 113
Rank change year-on-year
-17 +40
Permanent jobs citing Data Management 49 94 54
As % of all permanent IT jobs located in Scotland 2.06% 3.07% 1.70%
As % of the Processes & Methodologies category 2.32% 3.42% 1.92%
Number of salaries quoted 36 58 28
Median salary £47,500 £47,500 £46,750
Median salary % change year-on-year
- +1.60%
90% offered a salary of more than £31,250 £42,366 £32,500
10% offered a salary of more than £72,500 £66,250 £79,500
UK excluding London median salary £50,000 £45,000 £45,000
% change year-on-year
+11.11% -
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2113 2746 2808
As % of all permanent IT jobs located in Scotland 89.04% 89.56% 88.44%
Number of salaries quoted 1311 1745 1854
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 8 December 2016.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -16 27 £45,000 -5.26% 3
Glasgow +5 21 £50,000 +5.26%
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 8 December 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 58 (52.73%) Finance
2 43 (39.09%) Business Intelligence
3 41 (37.27%) SQL
4 40 (36.36%) Analytical Skills
5 37 (33.64%) Data Warehouse
6 33 (30.00%) Agile Software Development
7 23 (20.91%) Data Integration
7 23 (20.91%) Data Governance
7 23 (20.91%) Big Data
8 22 (20.00%) Banking
9 21 (19.09%) Data Analysis
9 21 (19.09%) Oracle
9 21 (19.09%) Data Quality
10 20 (18.18%) Analytics
10 20 (18.18%) Data Modelling
11 19 (17.27%) Tableau
12 18 (16.36%) Information Architecture
13 17 (15.45%) Stakeholder Management
13 17 (15.45%) People Management
14 16 (14.55%) Visualisation
15 15 (13.64%) Waterfall
15 15 (13.64%) Data Architecture
15 15 (13.64%) SAP
15 15 (13.64%) Python
16 14 (12.73%) HTML
16 14 (12.73%) Master Data Management
17 13 (11.82%) Mentoring
17 13 (11.82%) Java
17 13 (11.82%) HTML5
17 13 (11.82%) Social Media

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (10.91%) Apache Spark
1 12 (10.91%) SAS
2 9 (8.18%) WordPress
3 3 (2.73%) SharePoint
4 1 (0.91%) CMS
4 1 (0.91%) Umbraco
Applications
1 9 (8.18%) Adobe Illustrator
1 9 (8.18%) InDesign
1 9 (8.18%) Photoshop
2 6 (5.45%) MS Excel
3 2 (1.82%) MS Office
3 2 (1.82%) MS Visio
3 2 (1.82%) SPSS
Business Applications
1 9 (8.18%) SAP MDM
2 2 (1.82%) Dynamics CRM
Cloud Services
1 2 (1.82%) Google Analytics
2 1 (0.91%) Google Cloud Platform
2 1 (0.91%) Office 365
Communications & Networking
1 1 (0.91%) Internet
1 1 (0.91%) SMS
Database & Business Intelligence
1 37 (33.64%) Data Warehouse
2 23 (20.91%) Big Data
3 12 (10.91%) Hadoop
4 9 (8.18%) BusinessObjects
5 8 (7.27%) Impala
5 8 (7.27%) Relational Database
5 8 (7.27%) Spotfire
5 8 (7.27%) Sqoop
6 6 (5.45%) NoSQL
6 6 (5.45%) Oracle Database
6 6 (5.45%) RDBMS
6 6 (5.45%) SQL Server
6 6 (5.45%) SQL Server Integration Services
6 6 (5.45%) Star Schema
7 4 (3.64%) Data Lake
7 4 (3.64%) OLAP
7 4 (3.64%) OLTP
7 4 (3.64%) SQL Server 2014
7 4 (3.64%) SQL Server Reporting Services
8 3 (2.73%) Enterprise Data Warehouse
Development Applications
1 10 (9.09%) Git (software)
2 9 (8.18%) JIRA
2 9 (8.18%) Subversion
3 8 (7.27%) Jenkins
3 8 (7.27%) Selenium
4 5 (4.55%) ERwin
5 4 (3.64%) MagicDraw
6 3 (2.73%) Visual Studio
7 2 (1.82%) Cucumber
7 2 (1.82%) Team Foundation Server
8 1 (0.91%) SQL Server Management Studio (SSMS)
General
1 58 (52.73%) Finance
2 22 (20.00%) Banking
3 13 (11.82%) Marketing
4 11 (10.00%) Retail
5 9 (8.18%) Advertising
5 9 (8.18%) Retail Banking
5 9 (8.18%) Telecoms
6 4 (3.64%) Back Office
6 4 (3.64%) General Ledger
7 2 (1.82%) Legal
8 1 (0.91%) Financial Institution
Job Titles
1 19 (17.27%) Analyst
2 17 (15.45%) Developer
3 12 (10.91%) Business Analyst
3 12 (10.91%) Consultant
4 11 (10.00%) Architect
5 10 (9.09%) Data Manager
5 10 (9.09%) Technical Analyst
5 10 (9.09%) Technical Business Analyst
6 9 (8.18%) Marketing Manager
6 9 (8.18%) Senior Analyst
6 9 (8.18%) Senior Business Analyst
7 8 (7.27%) Big Data Developer
7 8 (7.27%) Data Consultant
7 8 (7.27%) Senior Technical Analyst
7 8 (7.27%) Senior Technical Business Analyst
8 7 (6.36%) Master Data Manager
8 7 (6.36%) SAP Data Manager
8 7 (6.36%) SAP Manager
8 7 (6.36%) SAP Master Data Manager
9 6 (5.45%) Senior Architect
Libraries, Frameworks & Software Standards
1 14 (12.73%) HTML
2 13 (11.82%) HTML5
3 8 (7.27%) D3.js
4 6 (5.45%) .NET
5 5 (4.55%) XML
6 4 (3.64%) CSS
6 4 (3.64%) XML Schema
7 3 (2.73%) AngularJS
7 3 (2.73%) jQuery
7 3 (2.73%) LESS
7 3 (2.73%) Middleware
7 3 (2.73%) REST
8 2 (1.82%) ASP.NET
8 2 (1.82%) Node.js
9 1 (0.91%) ASP.NET Web Forms
9 1 (0.91%) Entity Framework
9 1 (0.91%) WCF
9 1 (0.91%) Web Services
Miscellaneous
1 40 (36.36%) Analytical Skills
2 23 (20.91%) Data Integration
3 16 (14.55%) Visualisation
4 13 (11.82%) Social Media
5 9 (8.18%) Blog
5 9 (8.18%) Copywriting
5 9 (8.18%) Reference Data
6 8 (7.27%) Market Risk
7 6 (5.45%) Management Information System
7 6 (5.45%) Ontologies
8 4 (3.64%) Data Structures
8 4 (3.64%) Taxonomies
8 4 (3.64%) Virtual Team
9 3 (2.73%) Derivative
9 3 (2.73%) Enterprise Software
9 3 (2.73%) Statistics
10 2 (1.82%) Data Centre
10 2 (1.82%) SCADA
11 1 (0.91%) Computer Science
11 1 (0.91%) Mobile App
Operating Systems
1 8 (7.27%) Unix
2 2 (1.82%) Linux
Processes & Methodologies
1 43 (39.09%) Business Intelligence
2 33 (30.00%) Agile Software Development
3 23 (20.91%) Data Governance
4 21 (19.09%) Data Analysis
5 20 (18.18%) Analytics
5 20 (18.18%) Data Modelling
6 18 (16.36%) Information Architecture
7 17 (15.45%) People Management
7 17 (15.45%) Stakeholder Management
8 15 (13.64%) Data Architecture
8 15 (13.64%) Waterfall
9 14 (12.73%) Master Data Management
10 13 (11.82%) Mentoring
11 12 (10.91%) Coaching
11 12 (10.91%) Regression Testing
11 12 (10.91%) Scrum
12 11 (10.00%) B2B
13 10 (9.09%) Data Visualisation
13 10 (9.09%) Metadata Management
13 10 (9.09%) SDLC
Programming Languages
1 41 (37.27%) SQL
2 15 (13.64%) Python
3 13 (11.82%) Java
4 12 (10.91%) C#
5 8 (7.27%) Scala
6 6 (5.45%) JavaScript
7 5 (4.55%) Shell Script
8 4 (3.64%) C++
9 3 (2.73%) PL/SQL
9 3 (2.73%) T-SQL
10 1 (0.91%) Bash Shell
10 1 (0.91%) C
10 1 (0.91%) Perl
10 1 (0.91%) R
10 1 (0.91%) VB
10 1 (0.91%) VBA
Qualifications
1 11 (10.00%) Degree
2 4 (3.64%) ISEB
3 1 (0.91%) CISA
3 1 (0.91%) CISM
3 1 (0.91%) CISSP
3 1 (0.91%) CRISC
3 1 (0.91%) ITIL Certification
Quality Assurance & Compliance
1 21 (19.09%) Data Quality
2 7 (6.36%) QA
3 4 (3.64%) ISO20022
4 3 (2.73%) PCI DSS
5 1 (0.91%) EMIR
5 1 (0.91%) ISO/IEC 27001
5 1 (0.91%) MiFID
5 1 (0.91%) SLA
5 1 (0.91%) UCITS
System Software
1 1 (0.91%) Hyper-V
Systems Management
1 8 (7.27%) Oozie
1 8 (7.27%) Rundeck
2 4 (3.64%) HP Quality Center
3 1 (0.91%) Systems Management Server (SMS)
Vendors
1 21 (19.09%) Oracle
2 19 (17.27%) Tableau
3 15 (13.64%) SAP
4 11 (10.00%) Salesforce.com
5 9 (8.18%) Adobe
5 9 (8.18%) Facebook
5 9 (8.18%) Hootsuite
5 9 (8.18%) IBM
5 9 (8.18%) MicroStrategy
5 9 (8.18%) Pardot
5 9 (8.18%) Twitter
6 6 (5.45%) Cognos
6 6 (5.45%) Microsoft
7 5 (4.55%) Teradata
8 4 (3.64%) HP
8 4 (3.64%) Informatica
8 4 (3.64%) Netezza
9 2 (1.82%) Google
9 2 (1.82%) Sun
10 1 (0.91%) Compuware
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 22 days ago